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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| No Finding Classification | 2 | 1 | Feb 19, 2026 | |
| Action Assessment | 2 | 1 | Feb 18, 2026 | |
| NL-to-R | 2 | 1 | Mar 25, 2026 | |
| Line Matching | 2 | 1 | Feb 18, 2026 | |
| Motion-guided Image Editing | 2 | 1 | Mar 24, 2026 | |
| Image Localization | 2 | 1 | Feb 19, 2026 | |
| Scene-Graph Grounding and Editing | 2 | 1 | Mar 24, 2026 | |
| Video Localization | 2 | 1 | Feb 19, 2026 | |
| Human-Object Interaction Evaluation | 2 | 1 | Feb 19, 2026 |
| Vision-to-Motion | 2 | 1 | Mar 24, 2026 |
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| Gradient computation | 2 | 1 | Mar 24, 2026 |
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| Skin condition differential diagnosis | 2 | 1 | Feb 19, 2026 |
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| Knowledge-Based Visual Question Answering (Direct Answer) | 2 | 1 | Feb 18, 2026 |
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| Knowledge-Based Visual Question Answering (Multiple Choice) | 2 | 1 | Feb 18, 2026 |
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| Time awareness video understanding | 2 | 1 | Feb 18, 2026 |
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| Generative Hallucination Evaluation | 2 | 3 | May 28, 2026 |
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| Generative image detection | 2 | 3 | Apr 23, 2026 |
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| OCR Parsing | 2 | 1 | Mar 24, 2026 |
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| Model Efficiency | 2 | 2 | May 7, 2026 |
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| Building Footprint Estimation | 2 | 1 | Feb 19, 2026 |
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| Sound Event Tagging | 2 | 6 | Jun 16, 2026 |
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| Multi-object representation | 2 | 1 | Mar 24, 2026 |
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| Binary Hate Speech Detection | 2 | 2 | May 4, 2026 |
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| GUI Generation | 2 | 1 | Feb 19, 2026 |
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| Talking Head Reconstruction | 2 | 2 | Feb 20, 2026 |
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